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Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder.

Authors :
Manfredonia, Joseph
Bangerter, Abigail
Manyakov, Nikolay V.
Ness, Seth
Lewin, David
Skalkin, Andrew
Boice, Matthew
Goodwin, Matthew S.
Dawson, Geraldine
Hendren, Robert
Leventhal, Bennett
Shic, Frederick
Pandina, Gahan
Source :
Journal of Autism & Developmental Disorders; Jan2019, Vol. 49 Issue 1, p279-293, 15p, 1 Diagram, 5 Charts, 3 Graphs
Publication Year :
2019

Abstract

Facial expression is impaired in autism spectrum disorder (ASD), but rarely systematically studied. We focus on the ability of individuals with ASD to produce facial expressions of emotions in response to a verbal prompt. We used the Janssen Autism Knowledge Engine (JAKE<superscript>®</superscript>), including automated facial expression analysis software (FACET) to measure facial expressions in individuals with ASD (nā€‰=ā€‰144) and a typically developing (TD) comparison group (nā€‰=ā€‰41). Differences in ability to produce facial expressions were observed between ASD and TD groups, demonstrated by activation of facial action units (happy, scared, surprised, disgusted, but not angry or sad). Activation of facial action units correlated with parent-reported social communication skills. This approach has potential for diagnostic and response to intervention measures.Trial Registration NCT02299700. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01623257
Volume :
49
Issue :
1
Database :
Complementary Index
Journal :
Journal of Autism & Developmental Disorders
Publication Type :
Academic Journal
Accession number :
134138060
Full Text :
https://doi.org/10.1007/s10803-018-3757-9